Selected Teaching

Workshops
Deakin University
The University of Melbourne
La Trobe University and RMIT

See YouTube video about my teaching philosophy: Experiential Learning

Also participated in the design and evaluation of whole degrees and specialisations.

Workshops

• Jacob L. Cybulski and the mentors Sebastian Zając, Tomasz Rybotycki, Amrit Chhetri, and James Mutua, with opening by Paweł Gora (Coordinator of QPoland and CEO of QAIF), The First Quantum Machine Learning Workshop (online), organized by QPoland and Quantum AI Foundation, Poland, 12-13 April 2025.
  
  • Session 1: "QML Foundation", PDF, YouTube.
  • Session 2: "Quantum Estimators", PDF, YouTube.
  • Session 3: "Quantum Classifiers", PDF, YouTube.
  • Session 4: "Hybrid Quantum-Classical Models", PDF, YouTube.
    
    
• Jacob L. Cybulski, two sessions at the Workshop on Emerging Research in Quantum Computing (on-site and online), Deakin University, School of IT, Melbourne, Australia, 11 Oct 2024.
  
  • Session 1: "Introduction to Quantum Machine Learning", PDF, GitHub.
  • Session 2: "Quantum Neural Networks", PDF, GitHub.
    
    
• Jacob Cybulski, a session at the Workshop on Quantum Machine Learning (online), 13 October 2022, organised in collaboration with QWorld, QPoland, QIndia and Quantum AI Foundation. In association with IEEE Conference Trends in Quantum Computing and Emerging Business Technologies - TQCEBT 2022.
  • "Time Series Analysis Using Quantum Machine Learning", PDF, GitHub.
    
    
• Attorney-General's Dept, a series of Data Analytics Workshops,
  each 3 Days (2016-2017, Canberra and Adelaide),
  Executive Education via Deakin / Data 2 Decisions CRC (D2D).
  Various agencies and groups. Topics designed and taught:
  • Session 1: Foundations of data analytics
  • Session 2: Regression modelling and estimation techniques
  • Session 3: Data classification and decision support
  • Session 4: Data clustering and segmentation analysis
  • Session 5: Text mining and sentiment analysis

Deakin University, IS and Bus An (Selection)

• Advanced Quantitative Methods (Data Mining)
• Advanced AI for Busines
• Predictive Analytics
• Business Intelligence
• Business Requirements Analysis
• Business Analysis
• Business Information Systems
• IS Research Methods

The University of Melbourne, Info Sys (Selection)

• Systems Analysis and Design
• Requirements Engineering
• CASE and Methodologies

Also at La Trobe University and RMIT

• Main responsibility for teaching AI and Software Engineering

Jacob L. Cybulski